Solution

ID: past-exam-of-the-options-ii-course-of-the-university-of-oxford/2009/o/o5/ii/solution

For the one-parameter fit to ten grouped categories, the usual reference degrees of freedom are . The table minimum is about , far below the supplied critical value , so do not reject the fitted log-series model at the five-percent level.
This standard grouped likelihood-ratio calibration uses the grouped maximum, approximately , as the preceding answer explains. If the ungrouped estimate from the total abundance is inserted into a grouped statistic instead, the usual automatic loss of exactly one chi-squared degree of freedom is not justified by that same grouped-likelihood argument. The problem's table-based decision should therefore be kept distinct from that alternative procedure.

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